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ORCIDYanjie Song 0001
Person information
- affiliation: Wuyi Intelligent Manufacturing Institute of Industrial Technology, Jinhua, China
- affiliation: National University of Defense Technology, College of Systems Engineering, Changsha, Hunan, China
Other persons with the same name
- Yanjie Song (aka: Yan-jie Song, Yan-Jie Song) — disambiguation page
- Yanjie Song 0002
![[0000-0002-8213-7670]](/proxy/https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-8213-7670")
— Education University of Hong Kong, Department of Mathematics and Information Technology, Hong Kong - Yanjie Song 0003 — Shandong University, School of Qilu Transportation, China
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2020 – today
- 2024
[j28]Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Ying-Wu Chen, Yutong Wu:
Ensemble reinforcement learning: A survey. Appl. Soft Comput. 149(Part A): 110975 (2024)- [j27]Jiamin Liu, Tao Wang, Feng Yao, Witold Pedrycz, Yanjie Song, Renjie He:
Assessing growth potential of careers with occupational mobility network and ensemble framework. Eng. Appl. Artif. Intell. 127(Part A): 107306 (2024) - [j26]Shiyu Liu, Jun Wang, Rui Wang, Yue Zhang, Yanjie Song, Lining Xing:
Data-driven dynamic pricing and inventory management of an omni-channel retailer in an uncertain demand environment. Expert Syst. Appl. 244: 122948 (2024) - [j25]Haowen Zhan, Yue Zhang, Jingbo Huang, Yanjie Song, Lining Xing, Jie Wu, Zengyun Gao:
A reinforcement learning-based evolutionary algorithm for the unmanned aerial vehicles maritime search and rescue path planning problem considering multiple rescue centers. Memetic Comput. 16(3): 373-386 (2024) - [j24]Luona Wei, Ming Chen, Lining Xing, Qian Wan, Yanjie Song, Yuning Chen, Yingwu Chen:
Knowledge-transfer based genetic programming algorithm for multi-objective dynamic agile earth observation satellite scheduling problem. Swarm Evol. Comput. 85: 101460 (2024) - [j23]Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng:
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. Swarm Evol. Comput. 86: 101517 (2024) - [j22]Yunbao Xu, Xuemei Jiang, Jun Li, Lining Xing, Yanjie Song:
A knowledge-driven memetic algorithm for the energy-efficient distributed homogeneous flow shop scheduling problem. Swarm Evol. Comput. 89: 101625 (2024) - [j21]Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Ran Yan, Dongming Fan, Yue Zhang:
Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm. IEEE Trans. Aerosp. Electron. Syst. 60(4): 4073-4087 (2024) - [j20]Yanjie Song, Junwei Ou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Xinwei Wang, Lining Xing, Yue Zhang:
Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation Scheduling. IEEE Trans. Syst. Man Cybern. Syst. 54(4): 2576-2589 (2024) - [i7]Yunbao Xu, Xuemei Jiang, Jun Li, Lining Xing, Yanjie Song:
A Knowledge-driven Memetic Algorithm for the Energy-efficient Distributed Homogeneous Flow Shop Scheduling Problem. CoRR abs/2404.18953 (2024) - [i6]Yingying Ren, Qiuli Li, Yangyang Guo, Witold Pedrycz, Lining Xing, Anfeng Liu, Yanjie Song:
A Distance Similarity-based Genetic Optimization Algorithm for Satellite Ground Network Planning Considering Feeding Mode. CoRR abs/2408.16300 (2024) - 2023
- [j19]Yang Huang, Aimin Luo, Tao Chen, Mengmeng Zhang, Bangbang Ren, Yanjie Song:
When architecture meets RL+EA: A hybrid intelligent optimization approach for selecting combat system-of-systems architecture. Adv. Eng. Informatics 58: 102209 (2023) - [j18]Hao Wang, Wenchuan Yang, Jichao Li, Junwei Ou, Yanjie Song, Yingwu Chen:
An improved heterogeneous graph convolutional network for job recommendation. Eng. Appl. Artif. Intell. 126(Part D): 107147 (2023) - [j17]Jian Wu, Feng Yao, Yanjie Song, Lei He, Fang Lu, Yonghao Du, Jungang Yan, Yuning Chen, Lining Xing, Junwei Ou:
Frequent pattern-based parallel search approach for time-dependent agile earth observation satellite scheduling. Inf. Sci. 636: 118924 (2023) - [j16]Junwei Ou, Lining Xing, Feng Yao, Mengjun Li, Jimin Lv, Yongming He, Yanjie Song, Jian Wu, Guoting Zhang:
Deep reinforcement learning method for satellite range scheduling problem. Swarm Evol. Comput. 77: 101233 (2023) - [j15]Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Ying-Wu Chen:
RL-GA: A Reinforcement Learning-based Genetic Algorithm for Electromagnetic Detection Satellite Scheduling Problem. Swarm Evol. Comput. 77: 101236 (2023) - [j14]Yanjie Song, Junwei Ou, Jian Wu, Yutong Wu, Lining Xing, Yingwu Chen:
A cluster-based genetic optimization method for satellite range scheduling system. Swarm Evol. Comput. 79: 101316 (2023) - [j13]Qinwen Yang, Yuelin Gao, Yanjie Song:
A Tent Lévy Flying Sparrow Search Algorithm for Wrapper-Based Feature Selection: A COVID-19 Case Study. Symmetry 15(2): 316 (2023) - [j12]Yanjie Song, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Qinwen Yang, Lining Xing:
Learning Adaptive Genetic Algorithm for Earth Electromagnetic Satellite Scheduling. IEEE Trans. Aerosp. Electron. Syst. 59(6): 9010-9025 (2023) - [i5]Yanjie Song:
Mathematical Models and Reinforcement Learning based Evolutionary Algorithm Framework for Satellite Scheduling Problem. CoRR abs/2301.02764 (2023) - [i4]Yanjie Song, Ponnuthurai N. Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Yingwu Chen:
Ensemble Reinforcement Learning: A Survey. CoRR abs/2303.02618 (2023) - [i3]Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai N. Suganthan, Yanjie Song:
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching. CoRR abs/2304.04022 (2023) - [i2]Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani:
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. CoRR abs/2308.13420 (2023) - 2022
- [j11]Xuemei Jiang, Yanjie Song, Lining Xing:
Dual-Population Artificial Bee Colony Algorithm for Joint Observation Satellite Mission Planning Problem. IEEE Access 10: 28911-28921 (2022) - [j10]Yanjie Song, Lining Xing, Yingwu Chen:
Two-stage hybrid planning method for multi-satellite joint observation planning problem considering task splitting. Comput. Ind. Eng. 174: 108795 (2022) - [c10]Yan-jie Song, Junwei Ou, D. T. Pham, Jiting Li, Jingbo Huang, Lining Xing:
A Reinforcement-Learning-Driven Bees Algorithm for Large-Scale Earth Observation Satellite Scheduling. BIC-TA 2022: 81-91 - [c9]Yang Huang, Aimin Luo, Mengmeng Zhang, Liang Bai, Yanjie Song, Jiting Li:
Task Location Distribution Based Genetic Algorithm for UAV Mobile Crowd Sensing. BIC-TA 2022: 165-178 - [c8]Hao Wang, Jiting Li, Yanjie Song, Jingbo Huang, Jichao Li, Yingwu Chen:
An Improved Genetic Algorithm for Team Formation Problem. SSCI 2022: 774-781 - [i1]Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Yingwu Chen:
RL-EA: A Reinforcement Learning-Based Evolutionary Algorithm Framework for Electromagnetic Detection Satellite Scheduling Problem. CoRR abs/2206.05694 (2022) - 2021
- [j9]Luona Wei, Lining Xing, Qian Wan, Yanjie Song, Yingwu Chen:
A Multi-objective Memetic Approach for Time-dependent Agile Earth Observation Satellite Scheduling Problem. Comput. Ind. Eng. 159: 107530 (2021) - [j8]Ming Chen, Jun Wen, Yan-Jie Song, Lining Xing, Ying-Wu Chen:
A population perturbation and elimination strategy based genetic algorithm for multi-satellite TT&C scheduling problem. Swarm Evol. Comput. 65: 100912 (2021) - [c7]Yanjie Song, Luona Wei, Lining Xing, Yi Fang, Zhongshan Zhang, Yingwu Chen:
Solving Satellite Range Scheduling Problem with Learning-Based Artificial Bee Colony Algorithm. BIC-TA (1) 2021: 43-57 - [c6]Luona Wei, Yanjie Song, Lining Xing, Ming Chen, Yingwu Chen:
A Hybrid Multi-objective Coevolutionary Approach for the Multi-user Agile Earth Observation Satellite Scheduling Problem. BIC-TA (1) 2021: 247-261 - [c5]Yanjie Song, Bingyu Song, Yang Huang, Lining Xing, Yingwu Chen:
Solving Large-scale Relay Satellite Scheduling Problem with A Dynamic Population Firework Algorithm: A Case Study. SSCI 2021: 1-7 - 2020
- [j7]Yanjie Song, Lining Xing, Mengyuan Wang, Yujiang Yi, Wen Xiang, Zhongshan Zhang:
A knowledge-based evolutionary algorithm for relay satellite system mission scheduling problem. Comput. Ind. Eng. 150: 106830 (2020) - [j6]Yan-jie Song, Zi-yu Zhou, Zhong-Shan Zhang, Feng Yao, Ying-Wu Chen:
A framework involving MEC: imaging satellites mission planning. Neural Comput. Appl. 32(19): 15329-15340 (2020) - [c4]Yingguo Chen, Yanjie Song, Yonghao Du, Mengyuan Wang, Ran Zong, Cheng Gong:
A Knowledge-Based Scheduling Method for Multi-satellite Range System. KSEM (1) 2020: 388-396
2010 – 2019
- 2019
- [j5]Yan-Jie Song, Zhong-Shan Zhang, Bing-Yu Song, Ying-Wu Chen:
Improved Genetic Algorithm with Local Search for Satellite Range Scheduling System and its Application in Environmental monitoring. Sustain. Comput. Informatics Syst. 21: 19-27 (2019) - [j4]Yan-Jie Song, Xin Ma, Xun-Jia Li, Lining Xing, Pei Wang:
Learning-guided nondominated sorting genetic algorithm II for multi-objective satellite range scheduling problem. Swarm Evol. Comput. 49: 194-205 (2019) - [j3]Qing Wang, Haiwei Luo, Jian Xiong, Yanjie Song, Zhongshan Zhang:
Evolutionary Algorithm for Aerospace Shell Product Digital Production Line Scheduling Problem. Symmetry 11(7): 849 (2019) - [c3]Ming Chen, Jun Wen, Benjie Pi, Hao Wang, Yan-Jie Song, Lining Xing:
A Novel Genetic Algorithm with Population Perturbation and Elimination for Multi-satellite TT&C Scheduling Problem. BIC-TA (1) 2019: 558-568 - [c2]Xin Ma, Xunjia Li, Yanjie Song, Xiaolong Zheng, Zhongshan Zhang, Renjie He:
A BP Neural Network for Identifying Corporate Financial Fraud. ISI 2019: 191-193 - 2018
- [j2]Yan-Jie Song, Bing-Yu Song, Zhong-Shan Zhang, Ying-Wu Chen:
The Satellite Downlink Replanning Problem: A BP Neural Network and Hybrid Algorithm Approach for IoT Internet Connection. IEEE Access 6: 39797-39806 (2018) - [j1]Yanjie Song, Danjie Huang, Ziyu Zhou, Yingwu Chen:
An emergency task autonomous planning method of agile imaging satellite. EURASIP J. Image Video Process. 2018: 29 (2018) - [c1]Yan-Jie Song, Xin Ma, Zhong-Shan Zhang, Lining Xing, Ying-Wu Chen:
A Hybrid Dynamic Population Genetic Algorithm for Multi-satellite and Multi-station Mission Planning System. BIC-TA (1) 2018: 444-453
Coauthor Index
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